Python smac

Open-source Python projects categorized as smac
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Topics: reinforcement-learning multi-agent Automl hyperparameter-optimization scikit-learn
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Top 5 Python smac Projects

  • auto-sklearn

    Automated Machine Learning with scikit-learn

  • DI-engine

    OpenDILab Decision AI Engine

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  • on-policy

    This is the official implementation of Multi-Agent PPO (MAPPO).

  • pymarl2

    Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

  • ACE

    [AAAI 2023] Official PyTorch implementation of paper "ACE: Cooperative Multi-agent Q-learning with Bidirectional Action-Dependency". (by opendilab)

  • SaaSHub

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python smac related posts

  • How do you compute rewards when you are using parallel environments?

    1 project | /r/reinforcementlearning | 12 Sep 2022

  • Renderer of the environment does not work?

    1 project | /r/reinforcementlearning | 5 Sep 2022

  • Stuck on this error for days: I can't use importlib the right way

    1 project | /r/learnprogramming | 30 Jul 2022

  • Difference between setup.py, environments.yaml and requirements.txt

    1 project | /r/learnprogramming | 30 May 2022

  • Difference between setup.py, environments.yaml and requirements.txt

    1 project | /r/learnmachinelearning | 30 May 2022

  • Ubuntu terminal crashes when I launch a deep reinforcement learning model

    1 project | /r/Ubuntu | 25 May 2022

  • "chmod" is not recognized as an internal or external command, operable program or batch file

    2 projects | /r/learnprogramming | 3 May 2022
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Index

What are some of the best open-source smac projects in Python? This list will help you:

Project Stars
1 auto-sklearn 7,419
2 DI-engine 2,581
3 on-policy 1,138
4 pymarl2 557
5 ACE 186

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